A Mazza, A Punzo, B McGuire - arXiv preprint arXiv:1211.1183, 2012 - arxiv.org
Item response theory (IRT) models are a class of statistical models used to describe the response behaviors of individuals to a set of items having a certain number of options. They …
This paper addresses the problem of estimating a density, with either a compact support or a support bounded at only one end, exploiting a general and natural form of a finite mixture of …
A Mazza, A Punzo - Journal of Statistical Software, 2014 - jstatsoft.org
We introduce the R package DBKGrad, conceived to facilitate the use of kernel smoothing in graduating mortality rates. The package implements univariate and bivariate adaptive …
The idea behind density-based clustering is to associate groups to the connected components of the level sets of the density of the data to be estimated by a nonparametric …
The Mincer human capital earnings function is a regression model that relates individual's earnings to schooling and experience. It has been used to explain individual behavior with …
A Mazza, A Punzo - Lifetime data analysis, 2015 - Springer
Various parametric/nonparametric techniques have been proposed in literature to graduate mortality data as a function of age. Nonparametric approaches, as for example kernel …
A Mazza, A Punzo - Statistical Models for Data Analysis, 2013 - Springer
Various approaches have been proposed in literature for the kernel graduation of mortality rates. Among them, this paper considers, as a starting point, the fixed bandwidth discrete …
M Zhao, X Wang, Y Liu, J Shen - Mathematical Problems in …, 2020 - Wiley Online Library
This paper reviews the progress of the multiple population mortality model and the defects in parameter estimation and proposes an effective method to improve the performance of the …
•" VC" for an adaptive bandwidth based on a vector of weights derived from the variation coefficients which, in turn, depends from the exposures (see Mazza A, Punzo A, in press, for …